Pith Number

pith:PPOVHVKV

pith:2025:PPOVHVKVIX2LVOKHTTJ2J2MNBR

not attested not anchored not stored refs pending

A Comprehensive Survey of Large AI Models for Future Communications: Foundations, Applications and Challenges

Cunhua Pan, Dusit Niyato, Feibo Jiang, Kezhi Wang, Li Dong, Merouane Debbah, Zhu Han

arxiv:2505.03556 v1 · 2025-05-06 · cs.IT · math.IT

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PPOVHVKVIX2LVOKHTTJ2J2MNBR}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

TeleCom-Bench: How Far Are Large Language Models from Industrial Telecommunication Applications?

Tempus: A Temporally Scalable Resource-Invariant GEMM Streaming Framework for Versal AI Edge

Receipt and verification

First computed	2026-07-05T10:59:18.182688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bdd53d55545f4bab9479cd3a4e98d0c65828f6e2e3b425955992f0b81aa8db0

Aliases

arxiv: 2505.03556 · arxiv_version: 2505.03556v1 · doi: 10.48550/arxiv.2505.03556 · pith_short_12: PPOVHVKVIX2L · pith_short_16: PPOVHVKVIX2LVOKH · pith_short_8: PPOVHVKV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/PPOVHVKVIX2LVOKHTTJ2J2MNBR \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 7bdd53d55545f4bab9479cd3a4e98d0c65828f6e2e3b425955992f0b81aa8db0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3bf8322f9a4830053c2967eca6cc60ae3143d483a6bde17ed6b6b72cd0d32ed3",
    "cross_cats_sorted": [
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-05-06T14:09:29Z",
    "title_canon_sha256": "77c2c6dcdda68f742964eb7a2418a9be368029588958912182aa0d9d9e363757"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.03556",
    "kind": "arxiv",
    "version": 1
  }
}